spaCy - Doc.vector Property

This doc property represents a real-valued meaning. The default value is an average of the token vectors.

Example 1

An example of Doc.vector property is as follows −

import spacy
nlp_model = spacy.load("en_core_web_sm")
doc = nlp_model("The website is Tutorialspoint.com.")
doc.vector.dtype

Output

dtype('float32')

Example 2

An another example of Doc.vector property is as follows −

doc.vector.shape

Output

The output of the code is as follows −

(96,)